Senior/Staff Software Engineer - Machine Learning & System Optimization

Added
24 days ago
Type
Full time
Salary
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Related skills

python cuda tensorrt lora qlora

πŸ“‹ Description

  • Allocate and distribute system resources to models on the robot.
  • Spearhead compute sharing and scheduling improvements across models.
  • Optimize large-scale models with quantization, pruning, mixed precision.
  • Architect model conversion/compilation pipelines using TensorRT.
  • Write production-grade C++ and CUDA for real-time vehicle inference.

🎯 Requirements

  • Deep experience in CPU/GPU system optimization for low latency.
  • Real-time systems expertise with latency and memory constraints.
  • Model quantization PTQ/QAT and mixed-precision (INT8, FP8, BF16/FP16).
  • Low-level programming for AI accelerators; develop TensorRT ops and CUDA kernels.
  • Production C++ (14/17/20) and Python for edge, concurrent code.
  • Prior experience in high-performance robotics (AV/drones/robots).

🎁 Benefits

  • Paid time off
  • Unpaid time off
  • Zoox Stock Appreciation Rights
  • Amazon RSUs
  • Health insurance
  • Sign-on bonus may be offered
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